A production-style, no-scikit-learn implementation of Linear Regression using pure NumPy, built with a Streamlit dashboard, mathematical derivations, diagnostics, model persistence, tests, linting, ...

The power of Python trumps Excel workbooks.

Abstract: In this paper, we propose three criteria for efficient sample selection in case of data stream regression problems within an online active learning context. The selection becomes important ...

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Abstract: Lip segmentation plays a crucial role in various domains, such as lip synchronization, lip-reading, and diagnostics. However, the effectiveness of supervised lip segmentation is constrained ...